Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	7172
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2
Duplicate rows (%)	< 0.1%
Total size in memory	1.1 MiB
Average record size in memory	168.0 B

Variable types

Numeric	21

Alerts

Dataset has 2 (< 0.1%) duplicate rows	Duplicates
`pixel210` is highly overall correlated with `pixel211` and 5 other fields	High correlation
`pixel211` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel212` is highly overall correlated with `pixel211` and 5 other fields	High correlation
`pixel217` is highly overall correlated with `pixel245` and 2 other fields	High correlation
`pixel238` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel239` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel245` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel246` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel265` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel266` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel302` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel321` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel326` is highly overall correlated with `pixel327` and 2 other fields	High correlation
`pixel327` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel353` is highly overall correlated with `pixel326`	High correlation
`pixel355` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel465` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`pixel520` is highly overall correlated with `pixel465` and 2 other fields	High correlation
`pixel546` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`pixel575` is highly overall correlated with `pixel465` and 2 other fields	High correlation
`label` has 331 (4.6%) zeros	Zeros

Reproduction

Analysis started	2024-02-03 15:33:01.942981
Analysis finished	2024-02-03 15:34:53.866666
Duration	1 minute and 51.92 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

label
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.247351

Minimum	0
Maximum	24
Zeros	331
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	11
Q3	18
95-th percentile	23
Maximum	24
Range	24
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	7.4467121
Coefficient of variation (CV)	0.66208587
Kurtosis	-1.244617
Mean	11.247351
Median Absolute Deviation (MAD)	7
Skewness	0.1609745
Sum	80666
Variance	55.453521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
4	498	6.9%
7	436	6.1%
1	432	6.0%
12	394	5.5%
6	348	4.9%
15	347	4.8%
21	346	4.8%
24	332	4.6%
0	331	4.6%
10	331	4.6%
Other values (14)	3377	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	331	4.6%
1	432	6.0%
2	310	4.3%
3	245	3.4%
4	498	6.9%
5	247	3.4%
6	348	4.9%
7	436	6.1%
8	288	4.0%
10	331	4.6%

Value	Count	Frequency (%)
24	332	4.6%
23	267	3.7%
22	206	2.9%
21	346	4.8%
20	266	3.7%
19	248	3.5%
18	246	3.4%
17	144	2.0%
16	164	2.3%
15	347	4.8%

pixel246
Real number (ℝ)

HIGH CORRELATION

Distinct	235
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.23355

Minimum	0
Maximum	255
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	74
Q1	122.75
median	162
Q3	189
95-th percentile	222
Maximum	255
Range	255
Interquartile range (IQR)	66.25

Descriptive statistics

Standard deviation	45.820081
Coefficient of variation (CV)	0.29516868
Kurtosis	-0.42180609
Mean	155.23355
Median Absolute Deviation (MAD)	32
Skewness	-0.378752
Sum	1113335
Variance	2099.4798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
179	98	1.4%
184	94	1.3%
172	87	1.2%
178	86	1.2%
173	84	1.2%
170	75	1.0%
193	71	1.0%
191	71	1.0%
183	69	1.0%
195	68	0.9%
Other values (225)	6369	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	2	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
11	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
17	1	< 0.1%
20	1	< 0.1%
22	2	< 0.1%

Value	Count	Frequency (%)
255	24	0.3%
254	4	0.1%
253	6	0.1%
252	3	< 0.1%
251	3	< 0.1%
250	5	0.1%
249	4	0.1%
248	3	< 0.1%
247	8	0.1%
246	9	0.1%

pixel239
Real number (ℝ)

HIGH CORRELATION

Distinct	248
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149.88288

Minimum	0
Maximum	255
Zeros	9
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	60
Q1	115
median	153
Q3	188
95-th percentile	226
Maximum	255
Range	255
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	50.582483
Coefficient of variation (CV)	0.33748006
Kurtosis	-0.43317384
Mean	149.88288
Median Absolute Deviation (MAD)	36
Skewness	-0.26815592
Sum	1074960
Variance	2558.5876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	81	1.1%
188	64	0.9%
179	62	0.9%
171	62	0.9%
190	61	0.9%
176	61	0.9%
184	60	0.8%
175	60	0.8%
138	60	0.8%
186	59	0.8%
Other values (238)	6542	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.1%
4	1	< 0.1%
7	2	< 0.1%
8	3	< 0.1%
9	1	< 0.1%
10	2	< 0.1%
12	3	< 0.1%
13	1	< 0.1%
14	6	0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
255	81	1.1%
254	3	< 0.1%
253	4	0.1%
252	1	< 0.1%
251	8	0.1%
250	5	0.1%
249	4	0.1%
248	5	0.1%
247	8	0.1%
246	9	0.1%

pixel302
Real number (ℝ)

HIGH CORRELATION

Distinct	242
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.11238

Minimum	10
Maximum	255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	10
5-th percentile	68
Q1	119
median	160
Q3	188
95-th percentile	223
Maximum	255
Range	245
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	47.869875
Coefficient of variation (CV)	0.31264536
Kurtosis	-0.47631155
Mean	153.11238
Median Absolute Deviation (MAD)	33
Skewness	-0.37952908
Sum	1098122
Variance	2291.525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187	96	1.3%
176	84	1.2%
183	80	1.1%
182	79	1.1%
177	76	1.1%
184	73	1.0%
174	72	1.0%
181	71	1.0%
158	69	1.0%
172	68	0.9%
Other values (232)	6404	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
12	2	< 0.1%
13	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
19	2	< 0.1%
20	2	< 0.1%
21	2	< 0.1%
22	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
255	29	0.4%
254	5	0.1%
253	4	0.1%
252	3	< 0.1%
251	8	0.1%
250	5	0.1%
249	5	0.1%
248	6	0.1%
247	4	0.1%
246	6	0.1%

pixel266
Real number (ℝ)

HIGH CORRELATION

Distinct	250
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	146.6234

Minimum	0
Maximum	255
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	59
Q1	110
median	150
Q3	185
95-th percentile	227
Maximum	255
Range	255
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	50.932555
Coefficient of variation (CV)	0.34736991
Kurtosis	-0.50215966
Mean	146.6234
Median Absolute Deviation (MAD)	37
Skewness	-0.18786761
Sum	1051583
Variance	2594.1252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132	66	0.9%
151	64	0.9%
158	64	0.9%
255	63	0.9%
187	63	0.9%
180	63	0.9%
165	62	0.9%
173	62	0.9%
181	60	0.8%
192	60	0.8%
Other values (240)	6545	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
2	1	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	4	0.1%
8	1	< 0.1%
9	2	< 0.1%
10	4	0.1%
12	3	< 0.1%
14	2	< 0.1%

Value	Count	Frequency (%)
255	63	0.9%
254	6	0.1%
253	10	0.1%
252	4	0.1%
251	5	0.1%
250	10	0.1%
249	8	0.1%
248	10	0.1%
247	3	< 0.1%
246	2	< 0.1%

pixel210
Real number (ℝ)

HIGH CORRELATION

Distinct	244
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.22267

Minimum	0
Maximum	255
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	71
Q1	130
median	165
Q3	192
95-th percentile	230
Maximum	255
Range	255
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	47.195064
Coefficient of variation (CV)	0.2964092
Kurtosis	-0.061307058
Mean	159.22267
Median Absolute Deviation (MAD)	30
Skewness	-0.44094095
Sum	1141945
Variance	2227.3741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	94	1.3%
184	93	1.3%
179	87	1.2%
180	83	1.2%
168	78	1.1%
187	78	1.1%
181	77	1.1%
194	72	1.0%
155	72	1.0%
193	71	1.0%
Other values (234)	6367	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	2	< 0.1%
19	2	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
255	94	1.3%
254	5	0.1%
253	8	0.1%
252	7	0.1%
251	8	0.1%
250	11	0.2%
249	13	0.2%
248	13	0.2%
247	6	0.1%
246	13	0.2%

pixel546
Real number (ℝ)

HIGH CORRELATION

Distinct	247
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.52566

Minimum	0
Maximum	255
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	60
Q1	104
median	143
Q3	185
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	53.22403
Coefficient of variation (CV)	0.36826701
Kurtosis	-0.70736642
Mean	144.52566
Median Absolute Deviation (MAD)	40
Skewness	0.06319831
Sum	1036538
Variance	2832.7974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	126	1.8%
130	65	0.9%
138	64	0.9%
150	63	0.9%
118	62	0.9%
173	57	0.8%
125	57	0.8%
122	56	0.8%
165	56	0.8%
137	55	0.8%
Other values (237)	6511	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
8	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	4	0.1%

Value	Count	Frequency (%)
255	126	1.8%
254	10	0.1%
253	6	0.1%
252	14	0.2%
251	17	0.2%
250	12	0.2%
249	4	0.1%
248	6	0.1%
247	16	0.2%
246	14	0.2%

pixel265
Real number (ℝ)

HIGH CORRELATION

Distinct	249
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149.46082

Minimum	0
Maximum	255
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	62.55
Q1	115
median	152
Q3	186
95-th percentile	229
Maximum	255
Range	255
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	49.891227
Coefficient of variation (CV)	0.33380807
Kurtosis	-0.40226894
Mean	149.46082
Median Absolute Deviation (MAD)	35
Skewness	-0.18434987
Sum	1071933
Variance	2489.1346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	103	1.4%
158	70	1.0%
160	69	1.0%
187	64	0.9%
170	64	0.9%
181	63	0.9%
151	63	0.9%
130	62	0.9%
133	62	0.9%
199	61	0.9%
Other values (239)	6491	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	4	0.1%
10	2	< 0.1%
14	2	< 0.1%
15	1	< 0.1%
16	2	< 0.1%

Value	Count	Frequency (%)
255	103	1.4%
254	4	0.1%
253	5	0.1%
252	7	0.1%
251	6	0.1%
250	9	0.1%
249	8	0.1%
248	6	0.1%
247	11	0.2%
246	7	0.1%

pixel353
Real number (ℝ)

HIGH CORRELATION

Distinct	247
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.92736

Minimum	0
Maximum	255
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	106
median	142
Q3	176
95-th percentile	218
Maximum	255
Range	255
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	47.918071
Coefficient of variation (CV)	0.34001966
Kurtosis	-0.46742916
Mean	140.92736
Median Absolute Deviation (MAD)	34
Skewness	-0.078175291
Sum	1010731
Variance	2296.1416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132	84	1.2%
142	69	1.0%
164	67	0.9%
128	66	0.9%
162	66	0.9%
139	66	0.9%
148	64	0.9%
156	61	0.9%
141	60	0.8%
181	60	0.8%
Other values (237)	6509	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
2	1	< 0.1%
5	1	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
13	2	< 0.1%
15	2	< 0.1%
16	2	< 0.1%

Value	Count	Frequency (%)
255	36	0.5%
254	5	0.1%
253	2	< 0.1%
252	2	< 0.1%
251	5	0.1%
250	5	0.1%
249	4	0.1%
248	2	< 0.1%
247	3	< 0.1%
246	3	< 0.1%

pixel321
Real number (ℝ)

HIGH CORRELATION

Distinct	253
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.2019

Minimum	0
Maximum	255
Zeros	20
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	53
Q1	100
median	137
Q3	177
95-th percentile	224
Maximum	255
Range	255
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	52.422526
Coefficient of variation (CV)	0.37931843
Kurtosis	-0.51478029
Mean	138.2019
Median Absolute Deviation (MAD)	39
Skewness	-0.019798156
Sum	991184
Variance	2748.1213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	77	1.1%
137	70	1.0%
136	64	0.9%
163	62	0.9%
162	59	0.8%
126	59	0.8%
128	56	0.8%
123	55	0.8%
189	55	0.8%
131	55	0.8%
Other values (243)	6560	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	0.3%
2	1	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
7	1	< 0.1%
8	7	0.1%
9	3	< 0.1%
10	2	< 0.1%
11	2	< 0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
255	77	1.1%
254	5	0.1%
253	5	0.1%
252	3	< 0.1%
251	10	0.1%
250	5	0.1%
249	5	0.1%
248	8	0.1%
247	4	0.1%
246	6	0.1%

pixel211
Real number (ℝ)

HIGH CORRELATION

Distinct	249
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.82027

Minimum	0
Maximum	255
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	123
median	159
Q3	189
95-th percentile	226
Maximum	255
Range	255
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	48.669034
Coefficient of variation (CV)	0.31640195
Kurtosis	-0.15995082
Mean	153.82027
Median Absolute Deviation (MAD)	33
Skewness	-0.43807189
Sum	1103199
Variance	2368.6748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
179	92	1.3%
157	77	1.1%
181	74	1.0%
178	74	1.0%
188	72	1.0%
160	71	1.0%
183	70	1.0%
187	69	1.0%
172	69	1.0%
197	68	0.9%
Other values (239)	6436	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
2	1	< 0.1%
3	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
11	1	< 0.1%
13	3	< 0.1%

Value	Count	Frequency (%)
255	62	0.9%
254	4	0.1%
253	3	< 0.1%
252	5	0.1%
251	3	< 0.1%
250	5	0.1%
249	7	0.1%
248	6	0.1%
247	4	0.1%
246	2	< 0.1%

pixel245
Real number (ℝ)

HIGH CORRELATION

Distinct	230
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.66774

Minimum	9
Maximum	255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	9
5-th percentile	76
Q1	119.75
median	158
Q3	188
95-th percentile	224
Maximum	255
Range	246
Interquartile range (IQR)	68.25

Descriptive statistics

Standard deviation	45.927127
Coefficient of variation (CV)	0.29887293
Kurtosis	-0.56017344
Mean	153.66774
Median Absolute Deviation (MAD)	34
Skewness	-0.18776121
Sum	1102105
Variance	2109.301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
172	76	1.1%
180	75	1.0%
173	74	1.0%
186	72	1.0%
176	71	1.0%
179	67	0.9%
148	65	0.9%
171	65	0.9%
160	65	0.9%
170	64	0.9%
Other values (220)	6478	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
23	2	< 0.1%
27	2	< 0.1%
29	1	< 0.1%
30	2	< 0.1%
33	4	0.1%

Value	Count	Frequency (%)
255	45	0.6%
254	7	0.1%
253	10	0.1%
252	5	0.1%
251	6	0.1%
250	5	0.1%
249	6	0.1%
248	10	0.1%
247	7	0.1%
246	7	0.1%

pixel520
Real number (ℝ)

HIGH CORRELATION

Distinct	254
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	143.96556

Minimum	0
Maximum	255
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	99
median	144
Q3	188
95-th percentile	237
Maximum	255
Range	255
Interquartile range (IQR)	89

Descriptive statistics

Standard deviation	56.421599
Coefficient of variation (CV)	0.39191039
Kurtosis	-0.80356755
Mean	143.96556
Median Absolute Deviation (MAD)	44
Skewness	0.012280256
Sum	1032521
Variance	3183.3968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	148	2.1%
162	64	0.9%
158	57	0.8%
146	51	0.7%
92	49	0.7%
109	49	0.7%
170	49	0.7%
201	49	0.7%
151	49	0.7%
145	49	0.7%
Other values (244)	6558	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	6	0.1%

Value	Count	Frequency (%)
255	148	2.1%
254	11	0.2%
253	7	0.1%
252	11	0.2%
251	9	0.1%
250	6	0.1%
249	7	0.1%
248	20	0.3%
247	10	0.1%
246	6	0.1%

pixel355
Real number (ℝ)

HIGH CORRELATION

Distinct	250
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.08129

Minimum	0
Maximum	255
Zeros	11
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	61
Q1	107
median	146
Q3	183
95-th percentile	222
Maximum	255
Range	255
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	49.997344
Coefficient of variation (CV)	0.34700789
Kurtosis	-0.54609073
Mean	144.08129
Median Absolute Deviation (MAD)	38
Skewness	-0.1504093
Sum	1033351
Variance	2499.7344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158	66	0.9%
191	63	0.9%
174	63	0.9%
162	63	0.9%
187	60	0.8%
133	60	0.8%
145	59	0.8%
148	59	0.8%
177	59	0.8%
164	59	0.8%
Other values (240)	6561	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	0.2%
1	1	< 0.1%
3	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	2	< 0.1%
11	1	< 0.1%
12	2	< 0.1%
13	1	< 0.1%
14	2	< 0.1%

Value	Count	Frequency (%)
255	53	0.7%
254	6	0.1%
253	3	< 0.1%
252	4	0.1%
251	1	< 0.1%
250	2	< 0.1%
249	10	0.1%
248	5	0.1%
247	4	0.1%
246	4	0.1%

pixel327
Real number (ℝ)

HIGH CORRELATION

Distinct	251
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.12465

Minimum	0
Maximum	255
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	62.55
Q1	107
median	148
Q3	182
95-th percentile	219
Maximum	255
Range	255
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	48.848119
Coefficient of variation (CV)	0.33892966
Kurtosis	-0.56240564
Mean	144.12465
Median Absolute Deviation (MAD)	37
Skewness	-0.16307759
Sum	1033662
Variance	2386.1387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184	77	1.1%
181	73	1.0%
186	71	1.0%
165	71	1.0%
182	66	0.9%
131	64	0.9%
153	64	0.9%
168	63	0.9%
161	62	0.9%
172	60	0.8%
Other values (241)	6501	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
255	46	0.6%
254	3	< 0.1%
253	1	< 0.1%
252	3	< 0.1%
251	5	0.1%
250	4	0.1%
249	3	< 0.1%
248	5	0.1%
247	4	0.1%
246	4	0.1%

pixel465
Real number (ℝ)

HIGH CORRELATION

Distinct	254
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.28402

Minimum	0
Maximum	255
Zeros	18
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	52
Q1	100
median	147
Q3	187
95-th percentile	235.45
Maximum	255
Range	255
Interquartile range (IQR)	87

Descriptive statistics

Standard deviation	56.725777
Coefficient of variation (CV)	0.39315356
Kurtosis	-0.75468939
Mean	144.28402
Median Absolute Deviation (MAD)	43
Skewness	-0.10438571
Sum	1034805
Variance	3217.8138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	120	1.7%
179	65	0.9%
177	60	0.8%
156	57	0.8%
158	56	0.8%
178	56	0.8%
205	55	0.8%
181	51	0.7%
188	51	0.7%
175	51	0.7%
Other values (244)	6550	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	0.3%
1	3	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	4	0.1%
8	1	< 0.1%
9	3	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
255	120	1.7%
254	7	0.1%
253	8	0.1%
252	6	0.1%
251	7	0.1%
250	13	0.2%
249	14	0.2%
248	16	0.2%
247	9	0.1%
246	12	0.2%

pixel238
Real number (ℝ)

HIGH CORRELATION

Distinct	247
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.16829

Minimum	0
Maximum	255
Zeros	4
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	67
Q1	120
median	158
Q3	189
95-th percentile	231
Maximum	255
Range	255
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	49.210427
Coefficient of variation (CV)	0.3191994
Kurtosis	-0.34477232
Mean	154.16829
Median Absolute Deviation (MAD)	34
Skewness	-0.26590447
Sum	1105695
Variance	2421.6661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	105	1.5%
186	71	1.0%
180	69	1.0%
165	67	0.9%
178	66	0.9%
183	66	0.9%
190	65	0.9%
176	64	0.9%
179	63	0.9%
182	63	0.9%
Other values (237)	6473	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	0.1%
5	1	< 0.1%
7	1	< 0.1%
9	3	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
14	2	< 0.1%
15	2	< 0.1%
16	2	< 0.1%

Value	Count	Frequency (%)
255	105	1.5%
254	2	< 0.1%
253	9	0.1%
252	3	< 0.1%
251	10	0.1%
250	10	0.1%
249	9	0.1%
248	13	0.2%
247	9	0.1%
246	9	0.1%

pixel575
Real number (ℝ)

HIGH CORRELATION

Distinct	248
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.07139

Minimum	0
Maximum	255
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	108
median	150
Q3	188
95-th percentile	234
Maximum	255
Range	255
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	52.546344
Coefficient of variation (CV)	0.35487169
Kurtosis	-0.69306787
Mean	148.07139
Median Absolute Deviation (MAD)	40
Skewness	-0.070523014
Sum	1061968
Variance	2761.1183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	107	1.5%
185	65	0.9%
179	61	0.9%
157	60	0.8%
87	60	0.8%
155	59	0.8%
98	57	0.8%
162	56	0.8%
164	56	0.8%
177	56	0.8%
Other values (238)	6535	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	1	< 0.1%
4	1	< 0.1%
5	2	< 0.1%
9	1	< 0.1%
11	2	< 0.1%
12	2	< 0.1%
13	2	< 0.1%
14	2	< 0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
255	107	1.5%
254	7	0.1%
253	7	0.1%
252	7	0.1%
251	9	0.1%
250	6	0.1%
249	6	0.1%
248	15	0.2%
247	10	0.1%
246	11	0.2%

pixel326
Real number (ℝ)

HIGH CORRELATION

Distinct	251
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	143.27607

Minimum	0
Maximum	255
Zeros	15
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	60.55
Q1	108
median	145
Q3	179
95-th percentile	219
Maximum	255
Range	255
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	48.429252
Coefficient of variation (CV)	0.33801354
Kurtosis	-0.41831295
Mean	143.27607
Median Absolute Deviation (MAD)	36
Skewness	-0.18240006
Sum	1027576
Variance	2345.3925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
159	68	0.9%
135	66	0.9%
140	65	0.9%
142	65	0.9%
179	63	0.9%
160	62	0.9%
186	62	0.9%
161	61	0.9%
171	60	0.8%
138	60	0.8%
Other values (241)	6540	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	0.2%
1	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
12	4	0.1%

Value	Count	Frequency (%)
255	36	0.5%
254	2	< 0.1%
253	4	0.1%
252	7	0.1%
251	3	< 0.1%
250	3	< 0.1%
249	5	0.1%
248	6	0.1%
247	5	0.1%
246	7	0.1%

pixel217
Real number (ℝ)

HIGH CORRELATION

Distinct	234
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.16857

Minimum	5
Maximum	255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	5
5-th percentile	75
Q1	124
median	160
Q3	187
95-th percentile	223
Maximum	255
Range	250
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	44.980523
Coefficient of variation (CV)	0.28988166
Kurtosis	-0.3258115
Mean	155.16857
Median Absolute Deviation (MAD)	31
Skewness	-0.31077594
Sum	1112869
Variance	2023.2474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
170	90	1.3%
185	89	1.2%
191	80	1.1%
188	79	1.1%
172	78	1.1%
181	77	1.1%
187	76	1.1%
178	76	1.1%
174	75	1.0%
168	71	1.0%
Other values (224)	6381	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
19	1	< 0.1%
22	2	< 0.1%
23	3	< 0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
255	45	0.6%
254	4	0.1%
253	7	0.1%
252	3	< 0.1%
251	6	0.1%
250	5	0.1%
249	7	0.1%
248	4	0.1%
247	8	0.1%
246	5	0.1%

pixel212
Real number (ℝ)

HIGH CORRELATION

Distinct	245
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.05898

Minimum	0
Maximum	255
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	56.2 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	124
median	159
Q3	187
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	46.559271
Coefficient of variation (CV)	0.30221719
Kurtosis	-0.075331751
Mean	154.05898
Median Absolute Deviation (MAD)	31
Skewness	-0.41124034
Sum	1104911
Variance	2167.7657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178	83	1.2%
163	82	1.1%
173	81	1.1%
172	80	1.1%
176	78	1.1%
179	77	1.1%
165	77	1.1%
146	73	1.0%
175	73	1.0%
180	72	1.0%
Other values (235)	6396	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
3	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	3	< 0.1%
17	2	< 0.1%
18	7	0.1%

Value	Count	Frequency (%)
255	54	0.8%
254	3	< 0.1%
253	3	< 0.1%
252	6	0.1%
251	4	0.1%
250	5	0.1%
249	3	< 0.1%
248	9	0.1%
247	6	0.1%
246	5	0.1%

Auto

Heatmap
Table

	label	pixel210	pixel211	pixel212	pixel217	pixel238	pixel239	pixel245	pixel246	pixel265	pixel266	pixel302	pixel321	pixel326	pixel327	pixel353	pixel355	pixel465	pixel520	pixel546	pixel575
label	1.000	0.216	0.259	0.184	0.185	0.275	0.269	0.141	0.143	0.261	0.289	0.066	0.302	0.148	0.085	0.055	-0.031	-0.239	-0.123	0.100	-0.047
pixel210	0.216	1.000	0.755	0.493	0.429	0.885	0.753	0.357	0.368	0.578	0.717	0.272	0.521	0.239	0.190	0.181	0.161	0.152	0.211	0.292	0.308
pixel211	0.259	0.755	1.000	0.668	0.473	0.696	0.906	0.402	0.404	0.573	0.606	0.309	0.586	0.283	0.202	0.195	0.165	0.140	0.198	0.299	0.312
pixel212	0.184	0.493	0.668	1.000	0.409	0.543	0.597	0.323	0.351	0.623	0.554	0.255	0.593	0.227	0.221	0.278	0.183	0.205	0.255	0.339	0.337
pixel217	0.185	0.429	0.473	0.409	1.000	0.433	0.481	0.889	0.714	0.437	0.443	0.548	0.430	0.445	0.327	0.405	0.271	0.120	0.153	0.214	0.216
pixel238	0.275	0.885	0.696	0.543	0.433	1.000	0.761	0.351	0.377	0.673	0.892	0.276	0.557	0.265	0.176	0.218	0.144	0.097	0.157	0.280	0.269
pixel239	0.269	0.753	0.906	0.597	0.481	0.761	1.000	0.413	0.397	0.560	0.649	0.307	0.577	0.292	0.206	0.210	0.149	0.121	0.197	0.320	0.323
pixel245	0.141	0.357	0.402	0.323	0.889	0.351	0.413	1.000	0.768	0.347	0.359	0.625	0.374	0.467	0.361	0.401	0.322	0.142	0.123	0.195	0.200
pixel246	0.143	0.368	0.404	0.351	0.714	0.377	0.397	0.768	1.000	0.337	0.367	0.774	0.377	0.480	0.403	0.405	0.336	0.151	0.117	0.131	0.153
pixel265	0.261	0.578	0.573	0.623	0.437	0.673	0.560	0.347	0.337	1.000	0.757	0.261	0.743	0.179	0.110	0.180	0.075	0.094	0.154	0.268	0.237
pixel266	0.289	0.717	0.606	0.554	0.443	0.892	0.649	0.359	0.367	0.757	1.000	0.260	0.587	0.250	0.177	0.223	0.143	0.077	0.140	0.267	0.244
pixel302	0.066	0.272	0.309	0.255	0.548	0.276	0.307	0.625	0.774	0.261	0.260	1.000	0.250	0.467	0.430	0.397	0.371	0.138	0.126	0.134	0.147
pixel321	0.302	0.521	0.586	0.593	0.430	0.557	0.577	0.374	0.377	0.743	0.587	0.250	1.000	0.195	0.111	0.166	0.070	0.144	0.187	0.325	0.267
pixel326	0.148	0.239	0.283	0.227	0.445	0.265	0.292	0.467	0.480	0.179	0.250	0.467	0.195	1.000	0.701	0.659	0.619	0.201	0.082	0.212	0.137
pixel327	0.085	0.190	0.202	0.221	0.327	0.176	0.206	0.361	0.403	0.110	0.177	0.430	0.111	0.701	1.000	0.477	0.856	0.185	0.084	0.149	0.091
pixel353	0.055	0.181	0.195	0.278	0.405	0.218	0.210	0.401	0.405	0.180	0.223	0.397	0.166	0.659	0.477	1.000	0.462	0.328	0.288	0.292	0.252
pixel355	-0.031	0.161	0.165	0.183	0.271	0.144	0.149	0.322	0.336	0.075	0.143	0.371	0.070	0.619	0.856	0.462	1.000	0.275	0.123	0.151	0.107
pixel465	-0.239	0.152	0.140	0.205	0.120	0.097	0.121	0.142	0.151	0.094	0.077	0.138	0.144	0.201	0.185	0.328	0.275	1.000	0.699	0.480	0.591
pixel520	-0.123	0.211	0.198	0.255	0.153	0.157	0.197	0.123	0.117	0.154	0.140	0.126	0.187	0.082	0.084	0.288	0.123	0.699	1.000	0.649	0.825
pixel546	0.100	0.292	0.299	0.339	0.214	0.280	0.320	0.195	0.131	0.268	0.267	0.134	0.325	0.212	0.149	0.292	0.151	0.480	0.649	1.000	0.750
pixel575	-0.047	0.308	0.312	0.337	0.216	0.269	0.323	0.200	0.153	0.237	0.244	0.147	0.267	0.137	0.091	0.252	0.107	0.591	0.825	0.750	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	6	162	81	156	66	132	63	62	67	64	125	160	72	164	157	57	82	64	164	113	111
1	5	158	71	130	142	140	89	172	129	162	82	161	82	160	170	98	144	80	111	160	162
2	10	201	232	206	194	184	247	170	166	66	228	201	160	136	160	101	186	196	95	200	223
3	0	88	123	64	158	166	207	228	166	191	144	144	216	64	74	218	160	220	123	161	248
4	3	209	219	210	221	218	132	224	233	224	217	212	77	109	67	156	220	155	122	212	210
5	21	144	121	107	170	165	124	188	161	121	120	177	77	162	179	89	167	94	178	179	124
6	10	167	133	169	102	102	136	139	88	154	150	166	85	92	98	71	87	113	106	164	171
7	14	164	64	172	55	64	104	67	211	62	67	86	148	204	213	171	55	142	205	172	61
8	3	210	219	212	221	219	140	224	233	224	218	213	91	119	81	162	221	161	131	213	211
9	7	125	175	114	185	166	138	186	105	178	159	135	135	184	108	143	176	92	112	129	165

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
7162	10	119	175	148	180	172	201	181	132	186	170	131	91	145	105	122	176	188	153	165	169
7163	4	110	104	78	145	163	121	165	154	114	113	157	170	188	159	153	149	173	150	150	158
7164	14	88	59	122	53	54	64	43	197	63	60	62	84	187	183	88	64	84	191	76	46
7165	8	101	132	103	99	163	167	118	89	126	141	94	164	149	132	143	118	158	111	125	121
7166	12	179	179	140	67	146	186	98	188	103	179	105	212	191	174	219	106	194	198	98	151
7167	1	191	163	194	151	143	164	182	171	176	165	189	168	168	176	147	145	197	123	188	180
7168	12	126	152	151	150	217	173	95	57	116	160	171	230	106	88	216	204	217	186	151	131
7169	2	198	55	202	56	50	117	44	205	59	50	195	149	205	203	134	41	118	203	145	47
7170	4	131	99	213	162	173	204	135	239	152	64	137	255	255	255	255	141	200	239	148	221
7171	2	180	29	186	29	25	98	16	186	39	24	187	133	189	187	107	10	97	185	126	19

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
1	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	6	162	81	156	66	132	63	62	67	64	125	160	72	164	157	57	82	64	164	113	111
1	5	158	71	130	142	140	89	172	129	162	82	161	82	160	170	98	144	80	111	160	162
2	10	201	232	206	194	184	247	170	166	66	228	201	160	136	160	101	186	196	95	200	223
3	0	88	123	64	158	166	207	228	166	191	144	144	216	64	74	218	160	220	123	161	248
4	3	209	219	210	221	218	132	224	233	224	217	212	77	109	67	156	220	155	122	212	210
5	21	144	121	107	170	165	124	188	161	121	120	177	77	162	179	89	167	94	178	179	124
6	10	167	133	169	102	102	136	139	88	154	150	166	85	92	98	71	87	113	106	164	171
7	14	164	64	172	55	64	104	67	211	62	67	86	148	204	213	171	55	142	205	172	61
8	3	210	219	212	221	219	140	224	233	224	218	213	91	119	81	162	221	161	131	213	211
9	7	125	175	114	185	166	138	186	105	178	159	135	135	184	108	143	176	92	112	129	165

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
1	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	6	162	81	156	66	132	63	62	67	64	125	160	72	164	157	57	82	64	164	113	111
1	5	158	71	130	142	140	89	172	129	162	82	161	82	160	170	98	144	80	111	160	162
2	10	201	232	206	194	184	247	170	166	66	228	201	160	136	160	101	186	196	95	200	223
3	0	88	123	64	158	166	207	228	166	191	144	144	216	64	74	218	160	220	123	161	248
4	3	209	219	210	221	218	132	224	233	224	217	212	77	109	67	156	220	155	122	212	210
5	21	144	121	107	170	165	124	188	161	121	120	177	77	162	179	89	167	94	178	179	124
6	10	167	133	169	102	102	136	139	88	154	150	166	85	92	98	71	87	113	106	164	171
7	14	164	64	172	55	64	104	67	211	62	67	86	148	204	213	171	55	142	205	172	61
8	3	210	219	212	221	219	140	224	233	224	218	213	91	119	81	162	221	161	131	213	211
9	7	125	175	114	185	166	138	186	105	178	159	135	135	184	108	143	176	92	112	129	165

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
1	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	6	162	81	156	66	132	63	62	67	64	125	160	72	164	157	57	82	64	164	113	111
1	5	158	71	130	142	140	89	172	129	162	82	161	82	160	170	98	144	80	111	160	162
2	10	201	232	206	194	184	247	170	166	66	228	201	160	136	160	101	186	196	95	200	223
3	0	88	123	64	158	166	207	228	166	191	144	144	216	64	74	218	160	220	123	161	248
4	3	209	219	210	221	218	132	224	233	224	217	212	77	109	67	156	220	155	122	212	210
5	21	144	121	107	170	165	124	188	161	121	120	177	77	162	179	89	167	94	178	179	124
6	10	167	133	169	102	102	136	139	88	154	150	166	85	92	98	71	87	113	106	164	171
7	14	164	64	172	55	64	104	67	211	62	67	86	148	204	213	171	55	142	205	172	61
8	3	210	219	212	221	219	140	224	233	224	218	213	91	119	81	162	221	161	131	213	211
9	7	125	175	114	185	166	138	186	105	178	159	135	135	184	108	143	176	92	112	129	165

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
1	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2